Code to check the existing calibration. It does the following:
+ Collects a reduced number of new observations with which to check the current calibration.
+ Visualizes and computes the fit of the current calibration to the new observations.
Future work:
+ Improve the reduced number of observations to increase efficiency.
+ Check the numeric results of the fit and provide a warning if the quality is low.